Multifunctional cells based neural architecture search for plant images classification

Multifunctional cells based neural architecture search for plant images classification

Abstract To develop a high-performance convolutional neural network (CNN) model for plant image classification automatically, we propose a neural architecture search (NAS) method tailored to multifunctional cells (MFC), termed MFC-NAS. Initially, a search space based on MFC is designed, encompassing...

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Bibliographic Details
Main Authors: Lin Huang, Xi Qin, Tiejun Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Neural architecture search
Multifunctional cells
Transfer cell
Deep learning
Plant images classification
Online Access:https://doi.org/10.1038/s41598-025-11829-7
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https://doi.org/10.1038/s41598-025-11829-7

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